Toeplitz networks are used as interconnection networks due to their smaller diameter, symmetry, simpler routing, high connectivity, and reliability. The edge metric dimension of a network is recently introduced, and its applications can be seen in several areas including robot navigation, intelligent systems, network designing, and image processing. For a vertex
s
and an edge
g
=
s
1
s
2
of a connected graph
G
, the minimum number from distances of
s
with
s
1
and
s
2
is called the distance between
s
and
g
. If for every two distinct edges
s
1
,
s
2
∈
E
G
, there always exists
w
1
ɛ
W
E
⊆
V
G
, such that
d
s
1
,
w
1
≠
d
s
2
,
w
1
; then,
W
E
is named as an edge metric generator. The minimum number of vertices in
W
E
is known as the edge metric dimension of
G
. In this study, we consider four families of Toeplitz networks
T
n
1,2
,
T
n
1,3
,
T
n
1,4
, and
T
n
1,2,3
and studied their edge metric dimension. We prove that for all
n
≥
4
,
e
dim
T
n
1,2
=
4
, for
n
≥
5
,
e
dim
T
n
1,3
=
3
, and for
n
≥
6
,
e
dim
T
n
1,4
=
3
. We further prove that for all
n
≥
5
,
e
dim
T
n
1,2,3
≤
6
, and hence, it is bounded.